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krumo / Domain-Adaptive-Faster-RCNN-PyTorch

Domain Adaptive Faster R-CNN in PyTorch
MIT License
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the result map 41.0 is with FPN or not #8

Closed mickeyding closed 4 years ago

mickeyding commented 4 years ago

First of all, thanks for your excellent work！

May I ask you whether the result map 41.0 is with FPN or not since it is too much better than paper's. I see the configuration in log.txt is without the FPN.

Thanks again

krumo commented 4 years ago

@mickeyding The result of map 41.0 is got without FPN. The result reported in the paper is based on VGG-16 backbone, while the result reported in this repo is based on ResNet-50 backbone. I consider the use of different backbone could explain the performance difference.